Samuel Berlemont

16 papers B 1C 3Misc 1Journal 2Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Construction non-supervisée de variables pour la détection d'anomalies dans les séries temporelles.
EGC
Marine Hamon, Vincent Lemaire, Noureddine Yassine Nair Benrekia, Samuel Berlemont, Julien Cumin
2025 J jnl
Unsupervised Feature Construction for Anomaly Detection in Time Series - An Evaluation.
CoRR
Marine Hamon, Vincent Lemaire, Noureddine Yassine Nair Benrekia, Samuel Berlemont, Julien Cumin
2025 — conf
Unsupervised Feature Construction for Time Series Anomaly Detection - An Evaluation.
AALTD@ECML/PKDD
Marine Hamon, Vincent Lemaire, Noureddine Yassine Nair Benrekia, Samuel Berlemont, Julien Cumin
2022 — conf
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection.
AALTD@ECML/PKDD
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2022 — conf
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection.
AINA (2)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2021 C conf
RADON: Robust Autoencoder for Unsupervised Anomaly Detection.
SIN
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2020 — conf
A Semantic Model Toward Smart IoT Device Management.
AINA Workshops
François Aïssaoui, Samuel Berlemont, Marc Douet, Emna Mezghani
2020 C conf
Autonomic Coordination of IoT Device Management Platforms.
WETICE
Emna Mezghani, Samuel Berlemont, Marc Douet
2020 — conf
Network Traffic Modeling For IoT-device Re-identification.
COINS
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2018 J jnl
Class-balanced siamese neural networks.
Neurocomputing
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2018 — conf
Lightweight M2M protocol: Archetyping an IoT device, and deploying an upgrade architecture.
PerCom Workshops
Iago Felipe Trentin, Samuel Berlemont, Dante Augusto Couto Barone
2016 — —
Automatic Non Linear Metric Learning - Application to Gesture Recognition. (Apprentissage automatique de métrique non linéaire - Application à la reconnaissance de gestes).
Samuel Berlemont
2016 — conf
Polar Sine Based Siamese Neural Network for Gesture Recognition.
ICANN (2)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2015 B conf
Siamese neural network based similarity metric for inertial gesture classification and rejection.
FG
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
2014 Misc conf
3D gesture classification with convolutional neural networks.
ICASSP
Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia
2013 C conf
BLSTM-RNN Based 3D Gesture Classification.
ICANN
Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia